agent-first-data 0.17.1

A naming convention that lets AI agents understand your data without being told what it means.
Documentation 
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{
  "$schema": "https://cmn.dev/schemas/v1/spore-core.json",
  "id": "agent-first-data",
  "name": "Agent-First Data",
  "version": "0.17.1",
  "domain": "agentfirstkit.com",
  "key": "ed25519.BwbSzqdDYyMN1pPW5snRk3afrJAovHn8aueMvDpfNKVw",
  "synopsis": "A naming convention that lets AI agents understand your data without being told what it means.",
  "intent": [
    "Encode all semantic information in the field name itself so agents parse structured data without external schemas, documentation, or type systems — _ms/_s/_epoch_ms for time, _msats/_sats/_usd_cents for currency, _bytes for size, _secret for auto-redaction",
    "Define a JSONL output protocol where every line carries a code field (startup for config state, tool-defined for status/progress, ok/error for results) plus a trace object for execution context (duration, token counts, cost, data source) — same structure whether the transport is CLI stdout, HTTP response body, MCP tool result, or SSE stream",
    "Provide three output formats via --output json|yaml|plain: JSON is the canonical lossless format, YAML preserves structure with quoted strings and --- separators, plain applies suffix-driven human formatting (epoch_ms → RFC 3339, _bytes → human-readable, _secret → ***, _ms ≥ 1000 → seconds)"
  ],
  "license": "MIT",
  "mutations": [
    "Ship the afdata binary full-featured: skill validate/install/status/uninstall, --help --output markdown, --version --output json, and --stdout-file/--stderr-file stream redirection are now wired into the binary itself",
    "Make the complete feature set the default so cargo install agent-first-data, Homebrew, and Scoop are all batteries-included and cargo add pulls every helper; consumers wanting only the core formatting/redaction/protocol surface opt out with default-features = false",
    "Fix the Windows release and CI Python venv provisioning to resolve the interpreter via Scripts/python.exe instead of a hardcoded bin/python, unbreaking the windows-latest test leg"
  ],
  "bonds": [],
  "tree": {
    "algorithm": "blob_tree_blake3_nfc",
    "exclude_names": [
      ".git",
      ".cmn",
      "node_modules",
      "target",
      "dist",
      "build",
      "__pycache__",
      ".venv"
    ],
    "follow_rules": [
      ".gitignore"
    ]
  }
}